Intelligent Data Analysis: Issues and Challenges
Nayak, Richi (2002) Intelligent Data Analysis: Issues and Challenges. In 6th World Multi Conferences on Systemics, Cybernetics and Informatics.
Today with the advances of technology, mountainous amounts of data are now available in science, business, industry and many other areas. Evaluation of these collected data may lead to the discovery of trends and patterns hidden within the data that increase the working efficiency and improve the quality of decision making. Of course this advantage comes with a price. It is becoming more and more difficult to gain some valuable information when analysing with these increasing data sets. This paper attempts to discuss a wide range of problems that may appear while analysing the data, and suggests strategies to deal with them. Some of these problems and suggestions are examined with the results of data analysis on a real-life example of risk assessment of level crossing data.
Citation countsare sourced monthly fromand citation databases.
These databases contain citations from different subsets of available publications and different time periods and thus the citation count from each is usually different. Some works are not in either database and no count is displayed. Scopus includes citations from articles published in 1996 onwards, and Web of Science generally from 1980 onwards.
Citations counts from theindexing service can be viewed at the linked Google Scholar™ search.
Full-text downloadsdisplays the total number of times this work’s files (e.g., a PDF) have been downloaded from QUT ePrints as well as the number of downloads in the previous 365 days. The count includes downloads for all files if a work has more than one.
|Item Type:||Conference Paper|
|Subjects:||Australian and New Zealand Standard Research Classification > INFORMATION AND COMPUTING SCIENCES (080000)|
|Divisions:||Past > QUT Faculties & Divisions > Faculty of Science and Technology|
|Copyright Owner:||Copyright 2002 (please consult author)|
|Deposited On:||06 Jun 2005|
|Last Modified:||09 Jun 2010 22:25|
Repository Staff Only: item control page